Real-time fabric inspection system using line camera

被引：0
作者：
Chung, BM [1 ]
Cho, CS [1 ]
Park, MJ [1 ]
机构：
[1] Yeungnam Univ, Sch Mech Engn, Gyoungsan 712749, South Korea
来源：
ISAS/CITSA 2004: International Conference on Cybernetics and Information Technologies, Systems and Applications and 10th International Conference on Information Systems Analysis and Synthesis, Vol 2, Proceedings: COMMUNICATIONS, INFORMATION AND CONTROL SYSTEMS, TECHNOLOGIES AND APPLICATIONS | 2004年
关键词：
fabric defects; textile fabric inspection; vision-based system; automation inspection;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Quality inspection of textile products is an important problem for fabric manufacturers. This paper presents an automatic vision-based system for the quality control of web textile fabrics. Typical web material is 1-3m wide and is driven with speeds ranging from 20m/min to 200m/min. At presents the quality inspection procedure is manually performed by expert. However, they cannot detect more than 60% of the present defect and inspect the fabric if moving faster than 30m/min. To increase the overall quality and homogeneity of textile, an automated visual inspection system is needed for the productivity. Currently, the existing inspection systems are too expensive to purchase for small companies. In this paper, a PC based real-time inspection algorithm is proposed with low cost and high detection rate. The method shows good results for several types of fabric defects.
引用
收藏
页码：301 / 306
页数：6
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